PIRSA: Profile-Indexed Retrieval and Semantic Frame Alignment for Ambiguous Spoken Language Understanding. - Xiaoqin Zhang; Xingpeng Wu; Yanjun Lu; Shuhan Nie; Tian Shi; Xianglong Liu; Xin Yang (ICMR, 2026)